Security Data Works

Vendor blueprint · prerelease

Databricks Lakewatch — open, agentic SIEM

Announced March 24, 2026, Private Preview. Databricks publicly positions Lakewatch on Unity Catalog, Delta Lake, and Apache Iceberg — open table formats throughout, with OCSF on the Silver layer. Agentic triage (Mosaic AI + Anthropic Claude), Detection-as-Code, Genie NL-to-SQL.

1

What ships today

Open Agentic SIEM on Unity Catalog. OCSF on the Silver layer. Lakeflow Declarative Pipelines + Expectations for data quality. Lakebase (serverless Postgres) for case management. DASF 2.0 (62 risks / 64 controls) as the governance overlay.

2

What doesn't ship yet

First-party asset / identity graph. Productized OCSF conformance (the DataBahn whitespace). CISO-language maturity model. Lakehouse-fluent buyer enablement curriculum. These are the partner and PS gaps where independent practitioners add value.

3

What it changes for architects

"Lakehouse-native security" stops being a self-build conversation. Reference architectures move from one-off engagements to a vendor-supported product motion. The TAM widens, and the buyer-education gap widens with it.

4

The honest critique

HFS Research: 80% TCO reads as "more efficient, not automatically cheaper." Hugo Lu: "build your own SIEM" is structurally different from the GTM Splunk built its base on. InfoTech: reframe as existing-infrastructure utilization, not net-new vendor. All three are landings to plan for, not pitches to repeat.

Two acquisitions closed into launch: Antimatter (agent AuthN/AuthZ) and SiftD.ai (SPL → Lakewatch translation by the original SPL author).

Sources: Databricks Lakewatch announcement (2026-03-24, Private Preview); HFS Research / Hugo Lu / InfoTech analyst commentary. Essay: /writing/ai/nanda-automation (Lakewatch worked example).

See how the pattern lands on your workload.

The matrix scoring that justified each reference architecture's tool choices is the paid deliverable. The benchmark behind it is public — reproduce it on your own workload, then book a call to scope the work.